Agent–Human Handoff
Workflow (v2)
s₁ + ssync → observation
δ₂ + sagent → evaluation
Thuman = 2 − f(x, ai)
Tproof ⇒ σx + test()
Herald Labs — Applied AI Product Lab
A human + AI agent lab for products, research, customer systems, and experiments.
Products
& prototypes
& prototypes
Research
& field notes
& field notes
Customer
systems
systems
Global
hacker houses
hacker houses
Built here:
Entity.
OpenClaw workflows.
Customer systems.
New experiments.
The lab
Explore our projects
Herald Labs is the umbrella where we turn new ideas into working systems. Entity—an AI-native Mission Control for agent teams—started here, alongside OpenClaw workflows and customer builds.
Our hacker houses bring builders together across the globe for real AI product work, mentorship, and shipped proof. No theory club: build, review, demo, repeat.
How we work
Build, don’t talk. End with proof.
Each project is small enough to ship, concrete enough to test, and documented well enough for the next person—or agent—to continue without folklore.
Frame the question
Begin with a real question about how agents and humans work—not a technology looking for a use case.
Build the thin slice
Humans and AI agents build the smallest end-to-end version that can be honestly judged.
Test against reality
Run it on real work, real documents, and real users. If it only works in a showroom, it does not work.
Ship the evidence
Release the product, publish the lesson, keep the receipts—then scale it or kill it.
apply
Build with humans and agents.
Build with humans and agents.
Join a hacker house.
Tell us what you want to make and where you are based. We review every application and follow up with the strongest fit for upcoming hacker houses and lab projects.